This must be at the top of Beech Street. The Paddling Pond area would have been the other side of the fence and the fair must be the start of the fairground prior to Tesco. Dad once told me when he was a child the area was known as Ash Park because it was the dumping ground for the ash from the dockyard steam engines.
